text-to-image-synthesis 开源项目推荐（41 个）

OFA-Sys /OFA

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

alibaba /EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

omriav /blended-latent-diffusion

Official implementation for "Blended Latent Diffusion" [SIGGRAPH 2023]

afiaka87 /clip-guided-diffusion

A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

Paranioar /Awesome_Matching_Pretraining_Transfering

The Paper List of Large Multi-Modality Model (Perception, Generation, Unification), Parameter-Efficient Finetuning, Vision-Language Pretraining, Conventional Image-Text Matching for Preliminary Insight.

OSU-NLP-Group /MagicBrush

[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

woctezuma /stable-diffusion-colab

Colab notebook for Stable Diffusion Hyper-SDXL.

pschaldenbrand /StyleCLIPDraw

Styled text-to-drawing synthesis method. Featured at IJCAI 2022 and the 2021 NeurIPS Workshop on Machine Learning for Creativity and Design

showlab /BoxDiff

[ICCV 2023] BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion

IIGROUP /MM-CelebA-HQ-Dataset

[CVPR 2021] Multi-Modal-CelebA-HQ: A Large-Scale Text-Driven Face Generation and Understanding Dataset

Correr-Zhou /MagicTailor

[IJCAI 2025 (Oral)] Offical implementation of the paper "MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models".

idealwhite /tdanet

The pytorch implementation of the paper "text-guided neural image inpainting" at MM'2020 (oral)

HotpotDesign /api-examples

This repository illustrates how to use the Hotpot.ai API. Our API provides Stable Diffusion, image generator, text-to-image generator, background removal, image upscaler, photo restoration, and picture colorization.

LayoutLLM-T2I /LayoutLLM-T2I

Code for ACM MM'23 paper: LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation

chenshuang-zhang /imagenet_d

[CVPR 2024 Highlight] ImageNet-D

zhihengli-UR /StyleT2I

Official code of "StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis" (CVPR 2022)

Nithin-GK /UniteandConquer

[CVPR '23] Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models

VinAIResearch /tise-toolbox

TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation (ECCV 2022)

ddw2AIGROUP2CQUPT /Face-MakeUp

Face-MakeUp (SD1.5): Multimodal Facial Prompts for Text-to-Image Generation （ECAI-2025）

prasunroy /tips

🔥 [ECCV 2022] TIPS: Text-Induced Pose Synthesis (official code).